Space vs Space

Can we be sure that the space inside atom (between electrons and nucleus) and the space outside the atom has same characteristics? My hypothesis is that the space has something which helps electromagnetism work. But electrons makes a kind of shield around nucleus which disables the electromagnetic effects inside the atom.

This can explain why positively charges protons never repulse.